Habitat Suitability Report
Inputs
- Species: White shark (Carcharodon carcharias)
- Thinning: Thinned satellite data (PSAT and SPOT)
- Ratio: All pseudo-absence/background points
- Spatial extent: Full extent
- Covariates used: all covariates (u and v become vel_mag)
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations: All observations
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9962284 | 0.9634842 | 0.7557085 |
| bt | 0.8289198 | 0.4962041 | 0.1367717 |
| maxnet | 0.8120914 | 0.5096355 | NA |
| gam | 0.8245999 | 0.5372340 | 0.2389448 |
| glm | 0.7302848 | 0.4632899 | 0.1066067 |
Variable Importance
Partial Dependence
